Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "184" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 105 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 101 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.282818 | -0.672719 | -0.472359 | -0.633095 | 1.965265 | -1.542762 | -0.641936 | -0.410868 | 0.8006 | 0.7959 | 0.2501 | 10.191697 | 10.244473 |
| 2459593 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.301739 | -1.317549 | -0.604368 | -0.191861 | 1.091505 | -1.476978 | -0.530210 | -0.516995 | 0.7434 | 0.7369 | 0.2507 | 7.468797 | 6.415925 |
| 2459592 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.168756 | -0.973906 | -0.132833 | -0.736450 | 1.217643 | -0.434600 | -0.599626 | -0.065014 | 0.0282 | 0.0297 | 0.0008 | nan | nan |
| 2459591 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.242540 | -0.910895 | -0.273534 | -0.340639 | 1.035354 | -1.009033 | 1.010225 | 1.207849 | 0.6801 | 0.6873 | 0.3651 | 9.991276 | 8.238400 |
| 2459590 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.155716 | -0.763612 | -0.940876 | -0.207062 | 2.854444 | -1.077596 | -0.058545 | -0.033781 | 0.6847 | 0.6868 | 0.3585 | 8.040921 | 6.245101 |
| 2459589 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.099909 | -0.662289 | -1.048545 | -0.266059 | -0.038359 | -1.399482 | -0.935749 | -0.677261 | 0.7301 | 0.7196 | 0.2756 | 6.363769 | 5.512074 |
| 2459588 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.182253 | -1.454691 | -0.035225 | -0.098187 | 0.854253 | -1.305744 | -0.718684 | -0.498406 | 0.7866 | 0.7623 | 0.2309 | 12.290250 | 9.715755 |
| 2459587 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | -0.200674 | -0.923132 | 0.298727 | 0.048310 | -0.465257 | -0.980770 | -0.483719 | -0.348591 | nan | nan | nan | 28.161804 | 22.514334 |
| 2459586 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.507014 | 0.428710 | 0.684403 | 1.712559 | 3.944864 | 0.820381 | 0.677998 | 0.952185 | 0.6735 | 0.6796 | 0.3507 | 5.165741 | 4.614345 |
| 2459585 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 163.214691 | 163.263190 | inf | inf | 17.332693 | 14.981038 | 1892.720672 | 1139.233731 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459584 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.119695 | -0.865177 | -0.317202 | -0.362577 | 0.680917 | -1.387461 | 0.129818 | 0.142821 | 0.6209 | 0.6258 | 0.3605 | 18.266415 | 15.391353 |
| 2459583 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.124256 | -0.795562 | -0.012094 | -0.243869 | 1.688269 | -1.045912 | 0.695086 | 1.075127 | 0.6833 | 0.6888 | 0.3745 | 5.537948 | 4.935696 |
| 2459582 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.245447 | -0.691722 | -0.343448 | -0.082380 | 1.536563 | -1.008469 | 1.683295 | 1.865680 | 0.6829 | 0.6885 | 0.3776 | 4.793950 | 4.354910 |
| 2459581 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.001552 | -1.022378 | -0.185014 | -0.557099 | 1.882231 | -0.921445 | 0.627999 | 0.399158 | 0.6903 | 0.6948 | 0.3767 | 4.557608 | 4.067510 |
| 2459580 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.121064 | -0.795468 | -0.763894 | -0.424830 | 2.125406 | -0.971616 | 0.041892 | 0.421759 | 0.6872 | 0.6905 | 0.3763 | 6.059917 | 5.390795 |
| 2459579 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.098766 | -0.695448 | -0.342645 | 0.036267 | 2.140941 | -0.757330 | 1.728822 | 1.352536 | 0.6734 | 0.6797 | 0.3793 | 35.031710 | 36.465036 |
| 2459578 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.588566 | -0.245492 | -0.607531 | -0.794281 | 0.681960 | -0.666549 | 0.065223 | -0.895470 | 0.0330 | 0.0327 | 0.0022 | nan | nan |
| 2459577 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.311627 | -0.636485 | -0.376182 | -0.442974 | 1.376008 | -1.006386 | -0.090948 | -0.411094 | 0.6827 | 0.6877 | 0.3804 | 4.143779 | 3.718417 |
| 2459576 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.090586 | -0.417616 | -0.327411 | -0.009752 | 1.085534 | -0.873595 | -0.089769 | -0.150944 | 0.7094 | 0.7139 | 0.3745 | 6.679780 | 6.372913 |
| 2459575 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.088260 | -0.980642 | -0.289915 | -0.185603 | 1.076883 | -1.043788 | -0.306657 | -0.167169 | 0.7682 | 0.7689 | 0.3238 | 4.405222 | 4.391672 |
| 2459574 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.160791 | -0.644575 | -0.377908 | -0.217933 | 0.162837 | -0.899036 | -0.142837 | -0.164419 | 0.7043 | 0.7086 | 0.3738 | 4.506926 | 4.242419 |
| 2459573 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.207531 | -0.518880 | -0.208396 | -0.321478 | 2.130278 | -1.044738 | 2.703673 | 3.236797 | 0.6980 | 0.7045 | 0.3806 | 7.576636 | 5.446532 |
| 2459572 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.257404 | -0.810693 | -0.459665 | -0.207616 | 0.311325 | -0.948598 | 0.973589 | 0.952386 | 0.7057 | 0.7134 | 0.3764 | 5.751600 | 5.351242 |
| 2459571 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.301516 | -0.207076 | -0.822734 | -0.856973 | 0.053357 | -1.326949 | -0.294281 | -0.951852 | 0.0369 | 0.0390 | 0.0031 | nan | nan |
| 2459570 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.885118 | -0.855972 | -1.006305 | -0.946245 | -0.983179 | -0.798376 | -1.048832 | -0.783738 | 0.6818 | 0.6988 | 0.3544 | 14.747101 | 12.318811 |
| 2459569 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.653042 | -0.681812 | -0.428224 | -0.270991 | -0.330187 | -0.387944 | -0.537657 | -0.430625 | 0.7885 | 0.7893 | 0.2207 | 5.942815 | 5.105850 |
| 2459566 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.200207 | -0.933295 | -0.087916 | -0.160977 | 0.285267 | -1.141845 | -0.229986 | -0.661454 | 0.6981 | 0.7069 | 0.3928 | 4.460501 | 3.573545 |
| 2459565 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.118360 | -0.135508 | -0.235557 | 0.174427 | 0.453786 | -0.205263 | -0.273435 | -0.320425 | 0.7178 | 0.7144 | 0.3952 | 4.399547 | 3.489661 |
| 2459563 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.106200 | -0.751256 | 0.244812 | 0.311994 | 0.941766 | -0.868543 | -0.013332 | -0.340401 | 0.7126 | 0.7136 | 0.3841 | 5.680741 | 4.856519 |
| 2459562 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.159757 | -0.043118 | 0.065601 | 0.200473 | 0.626970 | 0.405366 | 0.036000 | 0.052036 | 0.7174 | 0.7197 | 0.3800 | 4.328136 | 3.420644 |
| 2459561 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.000444 | -0.345226 | 0.082025 | 0.020501 | 1.315533 | 0.075791 | 0.718667 | 0.368852 | 0.7099 | 0.7155 | 0.3819 | 3.835908 | 3.094128 |
| 2459560 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.117187 | -0.234888 | 0.223374 | 0.027518 | 1.504383 | 0.237619 | 1.094954 | 0.686081 | 0.7086 | 0.7131 | 0.3939 | 4.012565 | 3.224655 |
| 2459559 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.009595 | -0.269943 | -0.043762 | -0.040120 | 1.430450 | -0.016764 | 0.371463 | -0.019997 | 0.7109 | 0.7130 | 0.3822 | 3.659219 | 3.069026 |
| 2459558 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.035588 | -0.607285 | -0.321048 | -0.077844 | 2.097408 | -1.260607 | -0.055588 | -0.320278 | 0.7130 | 0.7110 | 0.3900 | 4.629371 | 3.683154 |
| 2459557 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0292 | 0.0325 | 0.0012 | nan | nan |
| 2459556 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.027493 | -0.827800 | -0.502056 | 0.088578 | 1.240892 | -0.993489 | 0.062693 | 0.055549 | 0.7068 | 0.7065 | 0.3924 | 4.544011 | 3.876937 |
| 2459554 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7188 | 0.7186 | 0.3936 | nan | nan |
| 2459553 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7148 | 0.7143 | 0.3949 | nan | nan |
| 2459552 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.255044 | -0.625369 | -0.605889 | -0.782318 | 0.287619 | -1.801831 | -0.634101 | -0.851132 | 0.7195 | 0.7180 | 0.3955 | 8.699645 | 7.779592 |
| 2459551 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.172614 | -0.291537 | -0.036056 | 0.028552 | 1.911123 | 0.202175 | 0.680829 | 0.344259 | 0.7147 | 0.7158 | 0.3899 | 4.131102 | 3.300038 |
| 2459550 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0342 | 0.0348 | 0.0010 | nan | nan |
| 2459549 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.002605 | -0.770671 | -0.308030 | -0.327049 | 1.579351 | -0.877400 | 0.629177 | 0.083766 | 0.7086 | 0.7076 | 0.4014 | 4.859226 | 3.777198 |
| 2459542 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.640634 | -0.929254 | 0.144571 | -0.050774 | 0.986755 | -0.707838 | -0.311660 | -0.720517 | 0.7600 | 0.7516 | 0.3561 | 4.279998 | 3.445595 |
| 2459541 | RF_maintenance | 0.00% | 1.34% | 1.34% | 0.00% | 100.00% | 0.00% | -0.040398 | -0.735871 | -1.076367 | -0.465626 | -0.602610 | 0.740470 | -1.045618 | -0.890469 | 0.7551 | 0.7450 | 0.3265 | 5.964461 | 5.026487 |
| 2459540 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.347085 | -0.747459 | 0.046180 | 0.016056 | 1.734700 | -0.148379 | 0.403705 | 0.185231 | 0.7622 | 0.7555 | 0.3398 | 3.568331 | 2.874876 |
| 2459536 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.812432 | -0.750894 | -0.873848 | -0.428876 | 0.532066 | -0.486104 | 0.173491 | -0.251949 | 0.7362 | 0.7341 | 0.4201 | 6.121613 | 4.632160 |
| 2459535 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.084231 | -0.729030 | 0.168920 | -0.037924 | 1.474975 | -0.052290 | 0.905607 | 0.619365 | 0.7939 | 0.7742 | 0.3561 | 3.598018 | 2.855236 |
| 2459534 | RF_maintenance | 100.00% | 98.66% | 98.66% | 0.00% | 100.00% | 0.00% | 3.704931 | 3.245376 | -0.068863 | -1.014145 | 2.403665 | 4.346608 | 8.669656 | 8.316370 | 0.0849 | 0.1247 | 0.0198 | 1.284147 | 1.263461 |
| 2459533 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.273452 | -0.627286 | -0.395459 | -0.606606 | 1.985151 | -0.856317 | 1.945940 | 2.488204 | 0.7286 | 0.7234 | 0.4024 | 4.032019 | 3.521700 |
| 2459532 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.062895 | -0.126323 | -0.314569 | -0.098153 | 1.319114 | -1.170415 | 0.987539 | 1.599747 | 0.7341 | 0.7309 | 0.3977 | 5.034398 | 4.055885 |
| 2459530 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.014258 | -0.521381 | 0.015143 | 0.002711 | 1.655685 | 0.154535 | 1.205536 | 1.502787 | 0.7504 | 0.7390 | 0.3877 | 4.066473 | 3.423720 |
| 2459527 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.829851 | -0.299392 | 0.322641 | -0.576807 | 0.143579 | -1.165861 | 0.726001 | 0.017613 | 0.9046 | 0.9330 | 0.2936 | 0.000000 | 0.000000 |
| 2459523 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | 2.844384 | 0.051773 | -0.413101 | -0.656859 | 2.974091 | 0.080387 | 2.088043 | 1.134791 | nan | nan | nan | 6.514963 | 4.996860 |
| 2459522 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.785157 | -0.899445 | -0.860138 | -0.476625 | 0.603911 | 0.065718 | 2.142440 | 0.149024 | 0.7106 | 0.6855 | 0.3340 | 5.694719 | 6.500253 |
| 2459513 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.226678 | -0.219287 | -0.588682 | -0.818535 | 1.827965 | 0.217986 | -0.009581 | -0.623659 | 0.0336 | 0.0329 | 0.0030 | nan | nan |
| 2459508 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.079871 | -1.026577 | 0.183781 | -0.531818 | 0.540940 | -0.723554 | -0.016213 | -0.832310 | 0.9199 | 0.9443 | 0.1659 | 0.000000 | 0.000000 |
| 2459505 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.287065 | -1.169644 | -0.352911 | 0.184505 | -0.770793 | 0.076092 | 1.169781 | 0.583418 | 0.1003 | 0.1114 | 0.0058 | 1.423675 | 1.369732 |
| 2459503 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.071221 | -0.787420 | -0.846695 | -0.519982 | -0.103060 | 0.059094 | -0.539296 | -0.335823 | 0.8707 | 0.8665 | 0.4276 | 0.000000 | 0.000000 |
| 2459501 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.376329 | -0.977468 | -0.521473 | -0.980457 | 2.073490 | -0.884778 | 0.170417 | -0.084360 | 0.1104 | 0.1356 | 0.0148 | 0.000000 | 0.000000 |
| 2459500 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.432320 | -1.432752 | 0.141363 | -1.350715 | 0.102844 | -0.791299 | 0.402673 | -0.323809 | 0.0972 | 0.1222 | 0.0113 | 0.000000 | 0.000000 |
| 2459499 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.068459 | -1.201135 | 0.431174 | -1.074689 | -0.017043 | -0.713615 | 0.710881 | -0.866235 | 0.1100 | 0.1205 | 0.0096 | 0.000000 | 0.000000 |
| 2459498 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.401377 | -1.198178 | -0.353267 | -0.899384 | -0.412869 | -0.820489 | 0.107929 | -0.462822 | 0.1164 | 0.1194 | 0.0163 | 0.000000 | 0.000000 |
| 2459497 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.034139 | -1.092212 | -0.916836 | -0.970445 | -0.085268 | -0.953345 | -0.099054 | 0.010020 | 0.1380 | 0.1312 | 0.0223 | 0.000000 | 0.000000 |
| 2459496 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.290243 | -1.377512 | -0.207178 | -0.696364 | 0.074006 | -0.785344 | -0.684955 | -0.730816 | 0.9109 | 0.9168 | 0.3650 | 0.000000 | 0.000000 |
| 2459495 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.702681 | -1.261399 | -0.144298 | -0.819695 | -0.219349 | -0.640840 | -0.619719 | -0.576139 | 0.9073 | 0.9117 | 0.4001 | 0.000000 | 0.000000 |
| 2459494 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.169550 | -1.311165 | 0.561603 | -0.910542 | 1.091218 | -0.361415 | 0.697696 | 2.626044 | 0.8894 | 0.8990 | 0.4176 | 0.000000 | 0.000000 |
| 2459492 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.638805 | -1.450350 | -0.681356 | -1.540379 | 2.135664 | -0.935006 | 0.184787 | -1.199737 | 0.7534 | 0.7989 | 0.3279 | 13.025179 | 9.141166 |
| 2459491 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.001338 | -1.276410 | 0.021462 | -1.199995 | 2.922526 | -1.428980 | 0.449189 | -0.354020 | 0.7965 | 0.8160 | 0.2608 | 4.743375 | 3.904721 |
| 2459490 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.226975 | -1.259989 | 0.217406 | -1.851456 | 1.920673 | -0.803384 | 1.709558 | 1.173551 | 0.7481 | 0.7984 | 0.3744 | 8.098150 | 5.510046 |
| 2459489 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.534421 | -1.021307 | -0.511591 | -1.322070 | 3.266528 | -0.869023 | -0.092212 | -0.776066 | 0.7690 | 0.8076 | 0.3211 | 6.851411 | 4.978325 |
| 2459488 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.107939 | -1.111057 | -0.579849 | -1.138220 | 2.748654 | -0.713413 | -0.271830 | -0.868669 | 0.7703 | 0.8095 | 0.3542 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.410030 | -0.128874 | -0.850219 | -0.810154 | -0.518475 | 1.410030 | -1.099065 | -0.675736 | -0.573557 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 0.820146 | -0.872802 | -0.014832 | -0.551057 | -0.869974 | -1.153208 | 0.820146 | -0.114923 | 0.156072 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | -0.217816 | -0.253319 | -0.253319 | -0.250871 | -0.250871 | -0.217816 | -0.217816 | -0.218077 | -0.218077 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.907894 | -0.154006 | -1.269707 | -0.281377 | -0.378566 | 1.907894 | -1.125503 | 0.262753 | 0.551765 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Discontinuties | 1.756083 | -0.900271 | 0.158166 | -0.567814 | -0.798843 | -0.877176 | 1.673336 | 1.756083 | 0.931526 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.638692 | -0.681847 | -0.069294 | -0.749752 | -0.448956 | -0.963981 | 1.638692 | 0.248564 | 0.211533 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Shape | 0.454669 | 0.454669 | -0.248748 | -0.818850 | -0.788778 | nan | nan | -19.102210 | -19.669172 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 2.656843 | -0.826305 | -0.555234 | -0.034074 | 0.011939 | -0.686378 | 2.656843 | -0.269042 | 1.336110 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Discontinuties | 2.341098 | -0.718686 | -0.006209 | -0.769801 | -0.666589 | -0.922745 | 1.091377 | 2.341098 | 1.653149 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.477848 | -0.967891 | -0.090461 | -0.331436 | -0.893226 | -1.263219 | 1.477848 | 0.233309 | 0.846059 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Discontinuties | 0.863683 | -0.143327 | -0.838388 | -0.821142 | -0.614181 | 0.156993 | -0.907692 | 0.722614 | 0.863683 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.352744 | -0.678973 | 0.507760 | -0.456662 | -0.356504 | -0.623250 | 1.352744 | 1.143598 | 0.780368 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Discontinuties | 0.907656 | -0.202689 | -0.950268 | -0.763891 | -0.532500 | 0.665302 | -1.088620 | 0.385594 | 0.907656 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Discontinuties | 2.695869 | -0.345129 | -0.799338 | -0.955286 | -0.816393 | 0.056938 | -0.765325 | 0.557160 | 2.695869 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Variability | 0.325778 | 0.267834 | -1.075358 | -0.937873 | -0.207393 | -0.743349 | 0.325778 | -1.347639 | -0.848581 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Shape | 0.451441 | 0.451441 | -1.035181 | -0.844760 | -0.457630 | -0.357862 | -1.349133 | -0.520632 | 0.053830 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 0.771409 | 0.518102 | -1.339125 | -0.695356 | -0.242387 | 0.771409 | -0.989226 | -0.625819 | -0.918810 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 2.793140 | -1.752880 | 0.677374 | -0.637311 | 0.175882 | -0.336538 | 2.793140 | 0.679471 | 0.462468 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 3.311537 | -1.212037 | 0.453660 | -0.600287 | -0.588696 | -1.080338 | 3.311537 | -0.118566 | -0.140489 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Discontinuties | 2.613196 | -0.806059 | -0.080974 | -0.545853 | 0.658020 | -0.464819 | 0.596343 | 2.613196 | 2.041700 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Shape | 0.659802 | 0.659802 | -0.605298 | 0.646610 | -0.158377 | -0.916449 | 0.278472 | -1.380283 | 0.102455 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 0.825225 | 0.492009 | -1.183174 | -0.842324 | -0.195869 | 0.825225 | -1.011537 | -1.024302 | -0.572978 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.624786 | -1.133279 | -0.137196 | -0.163026 | -0.060510 | 1.624786 | 0.479543 | 1.356755 | 1.275006 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.973616 | -1.235664 | 0.034684 | -0.365852 | -0.282510 | -0.426009 | 1.973616 | 1.147780 | 1.394818 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Discontinuties | 1.229165 | 0.309860 | -1.004094 | -0.865707 | -0.200706 | 0.607753 | -1.122634 | 0.386264 | 1.229165 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.307864 | -1.218178 | 0.102543 | -0.118399 | 0.103455 | -1.048696 | 1.307864 | 0.002344 | 0.271023 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Discontinuties | 0.704951 | -1.065572 | 0.053403 | -0.176951 | -0.539636 | -0.672633 | 0.697472 | 0.704951 | 0.471779 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Discontinuties | -0.177566 | -0.979196 | -0.247908 | -0.205975 | -0.910319 | -0.710244 | -0.594759 | -0.177566 | -0.669507 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.965265 | 0.282818 | -0.672719 | -0.472359 | -0.633095 | 1.965265 | -1.542762 | -0.641936 | -0.410868 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.091505 | 0.301739 | -1.317549 | -0.604368 | -0.191861 | 1.091505 | -1.476978 | -0.530210 | -0.516995 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.217643 | -0.973906 | 0.168756 | -0.736450 | -0.132833 | -0.434600 | 1.217643 | -0.065014 | -0.599626 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Discontinuties | 1.207849 | -0.910895 | -0.242540 | -0.340639 | -0.273534 | -1.009033 | 1.035354 | 1.207849 | 1.010225 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 2.854444 | -0.155716 | -0.763612 | -0.940876 | -0.207062 | 2.854444 | -1.077596 | -0.058545 | -0.033781 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | -0.038359 | -0.662289 | -0.099909 | -0.266059 | -1.048545 | -1.399482 | -0.038359 | -0.677261 | -0.935749 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 0.854253 | -0.182253 | -1.454691 | -0.035225 | -0.098187 | 0.854253 | -1.305744 | -0.718684 | -0.498406 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Power | 0.298727 | -0.923132 | -0.200674 | 0.048310 | 0.298727 | -0.980770 | -0.465257 | -0.348591 | -0.483719 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 3.944864 | 0.507014 | 0.428710 | 0.684403 | 1.712559 | 3.944864 | 0.820381 | 0.677998 | 0.952185 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Power | inf | 163.214691 | 163.263190 | inf | inf | 17.332693 | 14.981038 | 1892.720672 | 1139.233731 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 0.680917 | 0.119695 | -0.865177 | -0.317202 | -0.362577 | 0.680917 | -1.387461 | 0.129818 | 0.142821 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.688269 | 0.124256 | -0.795562 | -0.012094 | -0.243869 | 1.688269 | -1.045912 | 0.695086 | 1.075127 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Discontinuties | 1.865680 | -0.691722 | -0.245447 | -0.082380 | -0.343448 | -1.008469 | 1.536563 | 1.865680 | 1.683295 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.882231 | -0.001552 | -1.022378 | -0.185014 | -0.557099 | 1.882231 | -0.921445 | 0.627999 | 0.399158 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 2.125406 | -0.795468 | -0.121064 | -0.424830 | -0.763894 | -0.971616 | 2.125406 | 0.421759 | 0.041892 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 2.140941 | -0.098766 | -0.695448 | -0.342645 | 0.036267 | 2.140941 | -0.757330 | 1.728822 | 1.352536 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 0.681960 | -0.588566 | -0.245492 | -0.607531 | -0.794281 | 0.681960 | -0.666549 | 0.065223 | -0.895470 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.376008 | -0.636485 | -0.311627 | -0.442974 | -0.376182 | -1.006386 | 1.376008 | -0.411094 | -0.090948 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.085534 | -0.417616 | -0.090586 | -0.009752 | -0.327411 | -0.873595 | 1.085534 | -0.150944 | -0.089769 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.076883 | -0.980642 | -0.088260 | -0.185603 | -0.289915 | -1.043788 | 1.076883 | -0.167169 | -0.306657 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 0.162837 | -0.160791 | -0.644575 | -0.377908 | -0.217933 | 0.162837 | -0.899036 | -0.142837 | -0.164419 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Discontinuties | 3.236797 | -0.518880 | -0.207531 | -0.321478 | -0.208396 | -1.044738 | 2.130278 | 3.236797 | 2.703673 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Discontinuties | 0.973589 | -0.810693 | -0.257404 | -0.207616 | -0.459665 | -0.948598 | 0.311325 | 0.952386 | 0.973589 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 0.053357 | -0.207076 | -0.301516 | -0.856973 | -0.822734 | -1.326949 | 0.053357 | -0.951852 | -0.294281 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Discontinuties | -0.783738 | -0.885118 | -0.855972 | -1.006305 | -0.946245 | -0.983179 | -0.798376 | -1.048832 | -0.783738 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Power | -0.270991 | -0.681812 | -0.653042 | -0.270991 | -0.428224 | -0.387944 | -0.330187 | -0.430625 | -0.537657 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 0.285267 | -0.933295 | -0.200207 | -0.160977 | -0.087916 | -1.141845 | 0.285267 | -0.661454 | -0.229986 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 0.453786 | 0.118360 | -0.135508 | -0.235557 | 0.174427 | 0.453786 | -0.205263 | -0.273435 | -0.320425 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 0.941766 | -0.106200 | -0.751256 | 0.244812 | 0.311994 | 0.941766 | -0.868543 | -0.013332 | -0.340401 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 0.626970 | 0.159757 | -0.043118 | 0.065601 | 0.200473 | 0.626970 | 0.405366 | 0.036000 | 0.052036 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.315533 | -0.000444 | -0.345226 | 0.082025 | 0.020501 | 1.315533 | 0.075791 | 0.718667 | 0.368852 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.504383 | 0.117187 | -0.234888 | 0.223374 | 0.027518 | 1.504383 | 0.237619 | 1.094954 | 0.686081 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.430450 | 0.009595 | -0.269943 | -0.043762 | -0.040120 | 1.430450 | -0.016764 | 0.371463 | -0.019997 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 2.097408 | -0.607285 | 0.035588 | -0.077844 | -0.321048 | -1.260607 | 2.097408 | -0.320278 | -0.055588 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.240892 | -0.827800 | -0.027493 | 0.088578 | -0.502056 | -0.993489 | 1.240892 | 0.055549 | 0.062693 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 0.287619 | -0.625369 | 0.255044 | -0.782318 | -0.605889 | -1.801831 | 0.287619 | -0.851132 | -0.634101 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.911123 | -0.291537 | 0.172614 | 0.028552 | -0.036056 | 0.202175 | 1.911123 | 0.344259 | 0.680829 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.579351 | -0.002605 | -0.770671 | -0.308030 | -0.327049 | 1.579351 | -0.877400 | 0.629177 | 0.083766 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 0.986755 | -0.929254 | -0.640634 | -0.050774 | 0.144571 | -0.707838 | 0.986755 | -0.720517 | -0.311660 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Variability | 0.740470 | -0.735871 | -0.040398 | -0.465626 | -1.076367 | 0.740470 | -0.602610 | -0.890469 | -1.045618 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.734700 | -0.747459 | 0.347085 | 0.016056 | 0.046180 | -0.148379 | 1.734700 | 0.185231 | 0.403705 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Shape | 0.812432 | -0.750894 | 0.812432 | -0.428876 | -0.873848 | -0.486104 | 0.532066 | -0.251949 | 0.173491 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.474975 | 1.084231 | -0.729030 | 0.168920 | -0.037924 | 1.474975 | -0.052290 | 0.905607 | 0.619365 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Discontinuties | 8.669656 | 3.245376 | 3.704931 | -1.014145 | -0.068863 | 4.346608 | 2.403665 | 8.316370 | 8.669656 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Discontinuties | 2.488204 | -0.273452 | -0.627286 | -0.395459 | -0.606606 | 1.985151 | -0.856317 | 1.945940 | 2.488204 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Discontinuties | 1.599747 | 1.062895 | -0.126323 | -0.314569 | -0.098153 | 1.319114 | -1.170415 | 0.987539 | 1.599747 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.655685 | -0.521381 | 1.014258 | 0.002711 | 0.015143 | 0.154535 | 1.655685 | 1.502787 | 1.205536 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Shape | 0.829851 | 0.829851 | -0.299392 | 0.322641 | -0.576807 | 0.143579 | -1.165861 | 0.726001 | 0.017613 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 2.974091 | 2.844384 | 0.051773 | -0.413101 | -0.656859 | 2.974091 | 0.080387 | 2.088043 | 1.134791 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Discontinuties | 2.142440 | -0.899445 | 0.785157 | -0.476625 | -0.860138 | 0.065718 | 0.603911 | 0.149024 | 2.142440 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.827965 | -0.219287 | -0.226678 | -0.818535 | -0.588682 | 0.217986 | 1.827965 | -0.623659 | -0.009581 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 0.540940 | -1.026577 | 0.079871 | -0.531818 | 0.183781 | -0.723554 | 0.540940 | -0.832310 | -0.016213 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Discontinuties | 2.612166 | -0.540617 | -0.378409 | -0.023123 | 0.080037 | 1.719566 | -0.069199 | 2.612166 | 0.049036 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Discontinuties | 1.169781 | -1.169644 | 0.287065 | 0.184505 | -0.352911 | 0.076092 | -0.770793 | 0.583418 | 1.169781 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Variability | 0.059094 | -0.071221 | -0.787420 | -0.846695 | -0.519982 | -0.103060 | 0.059094 | -0.539296 | -0.335823 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 2.073490 | 0.376329 | -0.977468 | -0.521473 | -0.980457 | 2.073490 | -0.884778 | 0.170417 | -0.084360 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Shape | 0.432320 | 0.432320 | -1.432752 | 0.141363 | -1.350715 | 0.102844 | -0.791299 | 0.402673 | -0.323809 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Shape | 1.068459 | -1.201135 | 1.068459 | -1.074689 | 0.431174 | -0.713615 | -0.017043 | -0.866235 | 0.710881 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Shape | 0.401377 | 0.401377 | -1.198178 | -0.353267 | -0.899384 | -0.412869 | -0.820489 | 0.107929 | -0.462822 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Shape | 0.034139 | -1.092212 | 0.034139 | -0.970445 | -0.916836 | -0.953345 | -0.085268 | 0.010020 | -0.099054 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Shape | 0.290243 | 0.290243 | -1.377512 | -0.207178 | -0.696364 | 0.074006 | -0.785344 | -0.684955 | -0.730816 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Shape | 0.702681 | 0.702681 | -1.261399 | -0.144298 | -0.819695 | -0.219349 | -0.640840 | -0.619719 | -0.576139 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | nn Temporal Discontinuties | 2.626044 | -1.311165 | 1.169550 | -0.910542 | 0.561603 | -0.361415 | 1.091218 | 2.626044 | 0.697696 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 2.135664 | -1.450350 | -0.638805 | -1.540379 | -0.681356 | -0.935006 | 2.135664 | -1.199737 | 0.184787 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 2.922526 | 0.001338 | -1.276410 | 0.021462 | -1.199995 | 2.922526 | -1.428980 | 0.449189 | -0.354020 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 1.920673 | -1.259989 | -0.226975 | -1.851456 | 0.217406 | -0.803384 | 1.920673 | 1.173551 | 1.709558 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 3.266528 | -0.534421 | -1.021307 | -0.511591 | -1.322070 | 3.266528 | -0.869023 | -0.092212 | -0.776066 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 184 | 14 | RF_maintenance | ee Temporal Variability | 2.748654 | 0.107939 | -1.111057 | -0.579849 | -1.138220 | 2.748654 | -0.713413 | -0.271830 | -0.868669 |